Open-Source MCP servers

Matching MCP servers:

• Best Practices MCP Server

  n-ochs

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  Provides Python and FastAPI coding best practices with searchable guidelines, code review capabilities, and actionable improvement suggestions with examples across general coding, performance, and code quality categories.

  Last updated 3 days ago

• Codebase MCP

  DeDeveloper23

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  A Model Context Protocol server that enables AI agents to retrieve and understand entire codebases at once, providing tools to analyze local workspaces or remote GitHub repositories.

  Last updated 9 months ago

  3

  70

  MIT License

• MCP Codebase Index

  NgoTaiCo

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  Enables semantic search across your codebase using Google's Gemini embeddings and Qdrant Cloud vector storage. Supports 15+ programming languages with smart code chunking and real-time file change monitoring.

  Last updated 8 days ago

  1,939

  11

• Practices MCP Server

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  An MCP server that provides tools for standardized Git branch management and Jira integration, allowing developers to create, validate branches according to conventions and synchronize with Jira issues.

• AutoDev Codebase MCP Server

  anrgct

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  HTTP-based server that provides semantic code search capabilities to IDEs through the Model Context Protocol, allowing efficient codebase exploration without repeated indexing.

  Last updated 9 days ago

  11

  88

• Codebase MCP Server

  cmaujean

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  A Model Context Protocol server that analyzes application codebases with real-time file watching, providing AI assistants like Claude with deep insights into project structure, code patterns, and architecture.

  Last updated 4 months ago

  MIT License